Yifei Dong

prof_pic.jpeg

Hi there! I’m a PhD student at KTH in Stockholm, working with Prof. Florian T. Pokorny and Xianyi Cheng at Duke. I hold an M.Sc. from ETH Zürich and a B.Sc. from Shanghai Jiao Tong University. My résumé is available here.

My research asks the question of what is the underlying principle of manipulation robustness, and how to achieve human- and animal-level manipulation robustness on robots. To address this, I focus on problems at the intersection of dexterous, non-prehensile manipulation, tool use and deformable object manipulation. My approaches draw on techniques such as computational co-design, energy-based caging methods, and reinforcement learning.

selected publications

  1. cagecoopt.gif
    CageCoOpt: Enhancing Manipulation Robustness through Caging-Guided Morphology and Policy Co-Optimization
    Yifei Dong*, Shaohang Han* , Xianyi Cheng , Werner Friedl , and 4 more authors
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025
  2. SeqGrasp.gif
    Grasping a Handful: Sequential Multi-Object Dexterous Grasp Generation
    Haofei Lu , Yifei Dong, Zehang Weng , Jens Lundell , and 2 more authors
    IEEE Robotics and Automation Letters (RA-L), 2025
    ICRA 2025 Workshop on Handy Moves: Dexterity in Multi-Fingered Hands (Spotlight)
  3. ral24.gif
    Characterizing Manipulation Robustness through Energy Margin and Caging Analysis
    Yifei Dong, Xianyi Cheng , and Florian T. Pokorny
    IEEE Robotics and Automation Letters (RA-L), 2024
    ICRA 2024 Workshop on Multi-Object Grasping: Progress and Prospects (Oral)
  4. icra2024.gif
    Quasi-static Soft Fixture Analysis of Rigid and Deformable Objects
    Yifei Dong, and Florian T. Pokorny
    IEEE International Conference on Robotics and Automation (ICRA), 2024
    ICRA 2023 Workshop on Representing and Manipulating Deformable Objects